RESTful API for Precision agriculture application using ML and IOT

The Precision Agriculture Automation API is a sophisticated and robust solution designed to facilitate seamless data flow and intelligent control between embedded systems, machine learning models, and frontend web and mobile applications. Developed as a pivotal component of a comprehensive precision agriculture system, this API empowers farmers and agricultural experts with efficient management of water and fertilizing pumps, real-time land measurements, and data-driven decision-making.

Key Features:

Embedded Systems Integration: The API serves as the central hub for embedded systems controlling water and fertilizing pumps. It receives data from these systems, including land measurements, and dispatches commands to open or close pumps based on intelligent algorithms.

Machine Learning Model Integration: By connecting with a powerful machine learning model, the API facilitates data analysis and predictive insights. The ML model processes incoming data, enabling it to predict optimal irrigation and fertilization patterns, thereby maximizing crop yield and resource efficiency.

Frontend Web and Mobile App Support: The API offers a range of endpoints to frontend web and mobile applications, granting full control and visibility into the precision agriculture process. Users can monitor pump operations, view land measurements, access ML-generated recommendations, and adjust settings, all through an intuitive and user-friendly interface.

Real-time Data Storage: As data flows through the API, it efficiently stores all relevant information, ensuring a secure and accessible repository for historical records, analytics, and future improvements.